PCA Index Dashboard Examples

PCA Index Dashboard Examples#

This script was last run at 2024-03-05 10:12:20.401569+00:00 (UTC)
In US/Central Time, this is 2024-03-05 04:12:20.401569-06:00
## Visualize Principal Component 1
pc1, loadings = pca_index.pca(dfn, module="scikitlearn")
pc1.plot();
../_images/68a792861079905fe4ed11a069c85aa4af2c2f7e9602edb0f7cf0f6acee6474d.png
# Simple version
fig = px.line(pc1)
fig.show()
vix = df.loc[:,['VIX']]
vix.plot()
<Axes: xlabel='DATE'>
../_images/37cc41db2aaa3c9b168e2cfec38372c63445c7304e14e4a5e93b54b937e2ab68.png
fig = px.line(vix)
fig.show()
../_images/ab2f0ad173c5563f0542298b0f586d1071a42bb0a315f52019589b27a416fe0d.png